| Presentation | 2022-05-26 BLECE: A Method of BLE-based Crowdedness Estimation in Public Facilities and Restaurants Yuki Matsuda, Eigo Taya, Hirohiko Suwa, Keiichi Yasumoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The crowdedness information in various places in the city such as public transportation, facilities, and restaurants is one of the high-demand information for general people. However, it is difficult for users to acquire comprehensive data because existing services of crowdedness measurement separately collect and provide data in different ways. This study aims to establish the universal method of crowdedness estimation which is robust to various environments, by scanning BLE (Bluetooth Low Energy) signals emitted from mobile devices owned by general people. In this paper, we focused on public facilities and restaurants, and built crowdedness estimation models. As the result, we confirmed models trained with the same feature set for each space show certain performance. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Smart City / Crowdedness Estimation / Bluetooth Low Energy |
| Paper # | SeMI2022-9 |
| Date of Issue | 2022-05-19 (SeMI) |
| Conference Information | |
| Committee | SeMI / IPSJ-DPS / IPSJ-MBL / IPSJ-ITS |
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| Conference Date | 2022/5/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Koji Yamamoto(Kyoto Univ.) |
| Vice Chair | Kazuya Monden(Hitachi) / Yasunori Owada(NICT) |
| Secretary | Kazuya Monden(Cyber Univ.) / Yasunori Owada(Waseda Univ.) / (Osaka Univ.) |
| Assistant | Yuki Katsumata(NTT DOCOMO) / Akihito Taya(Aoyama Gakuin Univ.) / Yu Nakayama(Tokyo Univ. of Agri. and Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Sensor Network and Mobile Intelligence / Special Interest Group on Distributed Processing System / Special Interest Group on Mobile Computing and Pervasive Systems / Special Interest Group on Intelligent Transport Systems and Smart Community |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | BLECE: A Method of BLE-based Crowdedness Estimation in Public Facilities and Restaurants |
| Sub Title (in English) | |
| Keyword(1) | Smart City |
| Keyword(2) | Crowdedness Estimation |
| Keyword(3) | Bluetooth Low Energy |
| 1st Author's Name | Yuki Matsuda |
| 1st Author's Affiliation | Nara Institute of Science and Technology/JST PRESTO(NAIST/JST PRESTO) |
| 2nd Author's Name | Eigo Taya |
| 2nd Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 3rd Author's Name | Hirohiko Suwa |
| 3rd Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 4th Author's Name | Keiichi Yasumoto |
| 4th Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| Date | 2022-05-26 |
| Paper # | SeMI2022-9 |
| Volume (vol) | vol.122 |
| Number (no) | SeMI-46 |
| Page | pp.pp.40-45(SeMI), |
| #Pages | 6 |
| Date of Issue | 2022-05-19 (SeMI) |